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In this post, we walk through how to take an ML model built in SageMaker Canvas and deploy it using SageMaker Serverless Inference, helping you go from model creation to production-ready predictions quickly and efficiently without managing any infrastructure. This solution demonstrates a complete workflow from adding …
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In this post, we explore how Amazon Nova Sonic's speech-to-speech capabilities can be combined with Amazon Bedrock AgentCore to create sophisticated multi-agent voice assistants that break complex tasks into specialized, manageable components. The approach demonstrates how to build modular, scalable voice applications …
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In this post, we demonstrate how to deploy and manage machine learning training workloads using the Amazon SageMaker HyperPod training operator, which enhances training resilience for Kubernetes workloads through pinpoint recovery and customizable monitoring capabilities. The Amazon SageMaker HyperPod training operator …
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We have great news for extension users and developers: Visual Studio 2026 is introducing an extension compatibility model designed specifically to make your life easier. Our top priority is to ensure that your extensions continue to work seamlessly across Visual Studio releases - with no extra effort required from you. …
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The "hockey stick graph" is a graph which shows slow initial growth, followed by a rapid linear increase. The resulting shape resembles a hockey stick, with the blade of the stick represented by the nearly-flat initial section, and the handle of the stick represented by the rapi Link to article: …
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The command line is where developers live and breathe. A powerful and intuitive CLI can make the difference between a frustrating task and a joyful one. That’s why we’re excited to announce a major upgrade to the interactive chat experience in Docker Model Runner, our tool for running AI workloads locally. We've rolled …
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We’ve made a small but important change in the Azure portal for Azure Cosmos DB to make it easier to manage your account-level throughput. The “Cost Management” section has been renamed to “Account Throughput” and can now be found under the Settings section of your Azure Cosmos DB Link to article: …
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ChatGPT Atlas, the browser with ChatGPT built it. Get instant answers, summaries, and smart web help—right from any page. With privacy settings you can control. Available now for MacOS. Link to article: https://openai.com/index/introducing-chatgpt-atlas
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Some time ago, I discussed the intended uses of the icons in progman.exe and moricons.dll and we even looked at those icons ( Link to article: https://devblogs.microsoft.com/oldnewthing/20251020-00/?p=111706
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Hi, I’m Sergei Shitikov - a Docker Captain and Lead Software Engineer living in Berlin. I'm focused on DevOps, developer experience, open source, and local AI tools. I created this extension to make it easier for anyone - even without a technical background - to get started with local LLMs using Docker Model Runner …
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In Rider 2025.3, the Monitoring tool window has become even more powerful with the addition of database and ASP.NET issue detection. These new capabilities let you track slow queries, inefficient request handling, and other performance bottlenecks in real time – right alongside CPU, memory, and GC activity. You can …
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We're thrilled to announce the stable release of Azure Cosmos DB Python SDK version 4.14.0! This release brings together months of innovation and collaboration, featuring ground-breaking capabilities that have been battle-tested in production environments. Many of these features were developed in c Link to article: …
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Whether you’re a machine learning practitioner, app developer, or just curious about the latest in AI, this guide shows how you can quickly boost image classification accuracy using cutting-edge Vision-Language Models (VLM) on Azure—no deep learning expertise required. In this walkthrough, you’ll see how to fine-tune …
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The world of computer science (CS) education is changing rapidly. From AI-powered tools to new modes of online and blended learning, it has never been more dynamic – or more critical. Education research has looked into some aspects of how students learn computer science, but when we ask the big questions about who is …
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For decades, the author has focused on improving code quality through teaching and speaking, emphasizing the joy of mentoring developers. Despite the shift to virtual formats, they believe in-person interactions are essential for effective learning. The author highlights the importance of preparation, resilience …
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Learn how to properly set up a new .NET project with EditorConfig for code consistency, Directory.Build.props for centralized configuration, central package management, static code analysis, Docker Compose or .NET Aspire for local orchestration, and GitHub Actions for CI/CD. Link to article: …
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AI assistants are changing how we write code, but their true power is unleashed when they can interact with specialized, high-precision tools. OpenAI's Codex is a formidable coding partner, but what happens when you connect it directly to your running infrastructure? Enter the Docker MCP Toolkit. The Model Context …
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This post shows how TP ICAP used Amazon Bedrock Knowledge Bases and Amazon Bedrock Evaluations to build ClientIQ, an enterprise-grade solution with enhanced security features for extracting CRM insights using AI, delivering immediate business value. Link to article: …
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In the post Principal Financial Group increases Voice Virtual Assistant performance using Genesys, Amazon Lex, and Amazon QuickSight, we discussed the overall Principal Virtual Assistant solution using Genesys Cloud, Amazon Lex V2, multiple AWS services, and a custom reporting and analytics solution using Amazon …
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